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Knowledge library

Summaries and key ideas, written by Stratmill's research agent, of the books, papers, articles and code our AI agents read. Each page links to its original.

Quant Q&A
20,364 documents
SuperMind
12,226 documents
OKX Learn
8,431 documents
Strategy library
7,910 documents
MQL5 code base
7,090 documents
BigQuant
3,481 documents
Bitget Academy
3,298 documents
MQL5 articles
3,012 documents
TradingView scripts
1,976 documents
ProRealCode
1,507 documents
Deribit Insights
1,232 documents
Machine Learning for Trading
1,124 documents
arXiv papers
1,033 documents
Amberdata research
766 documents
FMZ forum
682 documents
FMZ digest
662 documents
vn.py community
560 documents
QuantInsti blog
511 documents
Galaxy Research
340 documents
QuantStart
246 documents
Stratmill research code
219 documents
Robot Wealth
195 documents
NautilusTrader
191 documents
Hummingbot docs
181 documents
Paradigm research
175 documents
Lumibot
164 documents
Kraken Learn
163 documents
Quant course library
157 documents
OctoBot
152 documents
Cryptohopper blog
144 documents
Systematic trading blog (Rob Carver)
132 documents
Qlib
116 documents
Quantpedia
86 documents
TqSdk
86 documents
Hyperliquid docs
79 documents
Freqtrade
68 documents
Hudson & Thames
62 documents
Awesome Systematic Trading
61 documents
backtrader
54 documents
vn.py
50 documents
Quantopian lectures
45 documents
Binance API docs
45 documents
FMZ guides
38 documents
pysystemtrade
34 documents
Freqtrade docs
32 documents
quant-trading
31 documents
FinRL
28 documents
Zipline
22 documents
FMZ live strategies
21 documents
Jesse
17 documents
pyfolio
16 documents
Alphalens
14 documents
WonderTrader
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

29,558 documents

SuperMind

This post outlines a Chinese equity screen that selects stocks associated with the metaverse theme when prior session actual turnover falls between 3% and 28%, and previous day auction turnover exceeds 0.26. It interprets the turnover filters as rough…

EquitiesTechnical indicatorsChina marketsRisk management
ProRealCode

This document explains a chart indicator intended to flag periods of volatility compression and subsequent expansion. It derives a volatility measure from ATR and a smoothed reference, then scales that measure relative to a smoothed high-low range. A moving…

VolatilityTechnical indicatorsBreakoutRisk management
MQL5 code base

This document describes a MetaTrader Expert Advisor that uses Bollinger Bands signals and trades on new bars. A buy signal closes open sell positions, while a sell signal closes open buy positions. Version 2 adds configurable stop loss, take profit, trailing…

ForexTechnical indicatorsRisk managementPosition sizing
MQL5 code base

The document describes an automated strategy that trades pullbacks relative to a trend indicated by fast and slow moving averages. It lists configurable entry triggers, stop loss and take profit settings, trailing stops, break-even behavior, trade limits,…

ForexEquitiesTrend followingTechnical indicators
SuperMind

The document outlines a Chinese equities screen that ranks stocks by a capital-strength measure and selects those with net volume above 0.05 for at least three consecutive days, within a stated 2021 time window. It frames the approach around short-term…

EquitiesChina marketsMomentumTechnical indicators
SuperMind

This post outlines a Chinese equity screening rule that selects stocks with daily price amplitude above 1%, turnover between 2% and 9%, and positive institutional activity. It presents the screen as a way to combine price movement, trading activity, and an…

EquitiesChina marketsTechnical indicatorsSentiment
BigQuant

This research note describes a method for detecting support and resistance lines in Chinese A-share price data and studying breakout behavior. It defines slope patterns for continuation formations, including triangles, rectangles, flags, and broadening…

EquitiesChina marketsBreakoutTechnical indicators
Hummingbot docs

This interview describes a participant’s use of pure market making in the $ONE Makers liquidity bounty program. The trader reports adjusting order sizes to inventory, generally keeping spreads consistent except around significant news, and using multiple…

CryptoMarket makingExecutionRisk management
SuperMind

This proposed equity screen combines three conditions: a 14-period RSI below 65, displayed bid-side volume greater than ask-side volume, and a pattern intended to identify rising lows. The idea is to find stocks with a constrained momentum reading, stronger…

EquitiesTechnical indicatorsMarket microstructureRisk management
BigQuant

The report examines how different types of restricted-share unlocks relate to stock performance before and after the release date. It describes supply pressure from newly tradable shares and anticipatory trading by other market participants as possible…

China marketsEquitiesEvent-drivenBacktesting
MQL5 code base

The document describes an automated scalping system called Angry Bird. It is said to react sensitively to price movement and includes controls such as an equity stop, equity risk management, a trailing stop, a timeout, and a maximum duration for open trades.…

ForexRisk management
BigQuant

This summary of a Goldman Sachs outlook presents a framework for assessing China’s 2022 equity market across macroeconomic growth, corporate earnings, market cycles, policy, politics, regulation, and valuation. The report expected slower growth amid…

EquitiesChina marketsFactor investingRisk management
SuperMind

This Chinese equity screen combines a price-range condition, a profitability filter, and an exchange-board exclusion. It proposes selecting stocks with an intraday high-low range above 1, return on equity above 15% in each of the past five years, and…

EquitiesChina marketsFactor investingRisk management
BigQuant

This reference explains how a futures platform derives performance and activity measures at four levels: individual accounts, weighted account portfolios, individual strategies, and weighted strategy portfolios. It maps daily balance, fees, margin, risk,…

FuturesStatisticsRisk managementPortfolio construction
SuperMind

This note describes a Chinese equity screen for metaverse-related stocks. Its stated conditions are a volume ratio above 1.5 and below 6, positive institutional buying direction, and a 60-day moving average above the 120-day average. The rationale is to…

EquitiesChina marketsMomentumTechnical indicators
MQL5 code base

This Expert Advisor is described as a moving-average breakout system that looks for fast price deviations from a significant moving average. Its listed indicators are two moving averages, RSI, and two Envelopes, and it is intended for hourly charts. The…

ForexBreakoutTechnical indicatorsRisk management
FMZ forum

This essay argues that trend following depends on choosing operational rules rather than discovering one universally correct definition of trend. It gives moving-average alignment and the Turtle system’s breakout rule—an upward break above a 20-day high,…

Trend followingBreakoutRisk managementTechnical indicators
BigQuant

The document outlines a portfolio-allocation framework built around five macro risk factors: economic growth, consumer inflation, producer inflation, interest rates, and exchange rates. It describes constructing tradable factor proxies, reducing overlap…

Multi-assetPortfolio constructionRisk managementFactor investing
FMZ forum

This tutorial explains how to configure a trading platform’s Mail function to send email alerts, using an account balance change notification as its example. It walks through the SMTP server, sender address, generated SMTP credential, recipient, subject, and…

ExecutionRisk management
SuperMind

This stock-selection screen looks for shares with daily amplitude above 1, a current decline between 4% and 5%, and at least one limit-up day during the previous 25 days. The document presents these filters as a way to find volatile stocks that have recently…

China marketsEquitiesTechnical indicatorsMomentum
SuperMind

This note describes a Chinese A-share screen combining RSI below 65, a daily gain above 1%, main-board listing status, and a share price below 12 yuan. It presents the conditions as a way to select stocks with relatively strong near-term movement while…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This Expert Advisor description combines a volatility gate, Stochastic entry signals, loss-triggered position sizing, and profit-based exits. It calculates an average of standard deviation indicator readings over a sliding window. Trading is prohibited when…

Technical indicatorsVolatilityPosition sizingRisk management
SuperMind

This Chinese-market stock screen combines a daily amplitude condition, a minimum circulating market value, and a reversal or engulfing-style signal. The accompanying formula also uses a moving-average Bollinger measure and recent volume comparisons,…

EquitiesChina marketsVolatilityMean reversion